diff --git a/packages/s2-core/__tests__/bugs/issue-565-spec.ts b/packages/s2-core/__tests__/bugs/issue-565-spec.ts
index daceb0d351..a69ea23ad8 100644
--- a/packages/s2-core/__tests__/bugs/issue-565-spec.ts
+++ b/packages/s2-core/__tests__/bugs/issue-565-spec.ts
@@ -28,6 +28,6 @@ describe('Export data in pivot tree mode', () => {
     expect(rows[1].split('\t')[0]).toEqual('');
     expect(rows[7].split('\t')[0]).toEqual('"row0"');
     expect(rows[8].split('\t')[0]).toEqual('"row0"');
-    expect(data.length).toEqual(245);
+    expect(data.length).toEqual(263);
   });
 });
diff --git a/packages/s2-core/__tests__/unit/utils/export/export-spec.ts b/packages/s2-core/__tests__/unit/utils/export/export-spec.ts
index 94217e9da9..8c34137045 100644
--- a/packages/s2-core/__tests__/unit/utils/export/export-spec.ts
+++ b/packages/s2-core/__tests__/unit/utils/export/export-spec.ts
@@ -86,6 +86,9 @@ describe('PivotSheet Export Test', () => {
     const data = copyData(s2, '\t');
     const rows = data.split('\n');
     expect(rows).toHaveLength(14);
+    expect(rows[0].split('\t')[1]).toEqual('"province"');
+    expect(rows[1].split('\t')[1]).toEqual('"city"');
+
     rows.forEach((e) => {
       expect(e.split('\t')).toHaveLength(34);
     });
@@ -108,6 +111,8 @@ describe('PivotSheet Export Test', () => {
     const data = copyData(s2, '\t');
     const rows = data.split('\n');
     expect(rows).toHaveLength(16);
+    expect(rows[0].split('\t')[1]).toEqual('"province"');
+    expect(rows[1].split('\t')[1]).toEqual('"city"');
     rows.forEach((e) => {
       expect(e.split('\t')).toHaveLength(34);
     });
diff --git a/packages/s2-core/src/utils/export/index.ts b/packages/s2-core/src/utils/export/index.ts
index 9d0a28db9b..64907f0c06 100644
--- a/packages/s2-core/src/utils/export/index.ts
+++ b/packages/s2-core/src/utils/export/index.ts
@@ -1,17 +1,7 @@
-import {
-  head,
-  last,
-  isEmpty,
-  get,
-  clone,
-  trim,
-  max,
-  isObject,
-  forEach,
-} from 'lodash';
+import { last, isEmpty, clone, trim, max, isObject, forEach } from 'lodash';
 import { getCsvString } from './export-worker';
 import { SpreadSheet } from '@/sheet-type';
-import { ViewMeta } from '@/common/interface';
+import { CornerNodeType, ViewMeta } from '@/common/interface';
 import {
   ID_SEPARATOR,
   EMPTY_PLACEHOLDER,
@@ -129,7 +119,7 @@ const processValueInRow = (
   const tempCell = [];
 
   if (viewMeta) {
-    const { data, fieldValue, valueField } = viewMeta;
+    const { fieldValue, valueField } = viewMeta;
     // The main measure.
     if (!isFormat) {
       tempCell.push(fieldValue);
@@ -209,6 +199,33 @@ export const copyData = (
 
     // Generate the table header.
     headers = colHeader.map((item, index) => {
+      if (sheetInstance.isPivotMode()) {
+        const { columns, rows, data } = sheetInstance.facet.cornerHeader.cfg;
+        const colNodes = data.filter(
+          ({ cornerType }) => cornerType === CornerNodeType.Col,
+        );
+        const rowNodes = data.filter(
+          ({ cornerType }) => cornerType === CornerNodeType.Row,
+        );
+
+        if (index < colHeader.length - 1) {
+          return [
+            ...Array(rowLength - 1).fill(''),
+            colNodes.find(({ field }) => field === columns[index])?.label || '',
+            ...item,
+          ];
+        }
+        if (index < colHeader.length) {
+          return [
+            ...rows.map(
+              (row) => rowNodes.find(({ field }) => field === row)?.label || '',
+            ),
+            ...item,
+          ];
+        }
+        return rowsHeader.concat(...item);
+      }
+
       return index < colHeader.length
         ? Array(rowLength)
             .fill('')